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Os03g0331900

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Conserved hypothetical protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 10.8 (0.0197) R2 : 0.804
β1 : -0.703 (0.072) R2dD : 0.0424 R2D : -0.127
β2 : 1.37 (0.0498) R2dC : 0.327 R2C : 0.168
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -1.41 (0.042) R2dN8 : 0.649 R2N8 : 0.435
σ : 0.37
deviance : 62.43
__
_____
C
peak time of C : 8.22
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = > th, dose dependency = dose dependent, type of G = no)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
55.75 0.351 10.7 -0.367 1.51 0.0125 -0.0166 4.77 -1.36 8.11 29.72 686 -- --
56.57 0.35 10.8 -0.724 1.45 0.449 -0.105 -- -1.38 8.17 30.16 657 -- --
55.75 0.348 10.7 -0.355 1.51 0.00408 -- 4.84 -1.36 8.11 29.6 687 -- --
56.29 0.349 10.7 -0.772 1.51 0.542 -- -- -1.37 8.11 29.76 651 -- --
143.88 0.559 10.7 0.0971 -- -1.07 -- 4.53 -1.19 -- 24.81 653 -- --
62.1 0.369 10.8 -0.693 1.37 -- -0.325 -- -1.41 8.2 -- -- -- --
62.43 0.37 10.8 -0.703 1.37 -- -- -- -1.41 8.22 -- -- -- --
149.69 0.57 10.8 -0.561 -- -0.759 -- -- -1.32 -- 24.4 624 -- --
71.61 0.394 10.7 -- 1.48 0.437 -- -- -1.29 8.13 30.19 602 -- --
166.04 0.602 10.8 -0.693 -- -- -- -- -1.39 -- -- -- -- --
75.44 0.406 10.7 -- 1.37 -- -- -- -1.33 8.25 -- -- -- --
157.13 0.584 10.8 -- -- -0.855 -- -- -1.26 -- 24.39 628 -- --
178.7 0.624 10.8 -- -- -- -- -- -1.32 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 51.37 wind 9 4320 > th dose dependent rect. 13 1
2 52.67 temperature 20 30 > th dose dependent rect. 4 18
5 52.95 wind 9 4320 > th dose independent rect. 13 1
7 53.01 temperature 20 720 > th dose dependent rect. 4 3
8 53.06 wind 9 4320 < th dose independent rect. 13 1
9 53.09 temperature 20 720 > th dose dependent rect. 2 5
21 53.60 temperature 30 720 > th dose independent rect. 13 1
30 53.85 temperature 20 720 > th dose dependent rect. 6 1
43 54.06 temperature 25 10 > th dose dependent rect. 12 23
67 54.28 temperature 20 720 > th dose dependent rect. 1 12
75 54.35 temperature 20 720 > th dose dependent rect. 23 14
81 54.43 humidity 70 1440 > th dose dependent rect. 18 1
92 54.51 temperature 20 720 > th dose dependent rect. 1 10
96 54.55 humidity 80 720 < th dose independent rect. 19 1
102 54.58 wind 7 43200 > th dose independent rect. 18 3
106 54.59 temperature 20 720 > th dose dependent sin 6 NA
114 54.63 wind 9 43200 < th dose independent rect. 17 4
131 54.74 humidity 90 720 < th dose dependent rect. 12 1
133 54.74 wind 9 43200 > th dose dependent rect. 17 4
136 54.76 wind 7 43200 > th dose independent rect. 20 1
144 54.80 temperature 25 10 > th dose independent rect. 2 16
161 54.85 temperature 25 10 > th dose independent rect. 2 20
167 54.86 temperature 30 720 > th dose independent rect. 16 22
175 54.87 temperature 25 10 > th dose dependent rect. 12 21
180 54.89 wind 7 43200 < th dose independent rect. 20 1
211 54.97 temperature 20 30 > th dose dependent rect. 12 10
275 55.14 temperature 15 720 > th dose dependent rect. 12 1
293 55.15 temperature 20 1440 > th dose dependent rect. 15 1
295 55.16 wind 7 43200 > th dose dependent rect. 20 1
310 55.19 humidity 80 1440 < th dose dependent rect. 18 1
324 55.23 temperature 30 720 > th dose dependent rect. 12 3
337 55.25 temperature 10 30 > th dose dependent rect. 23 23
346 55.27 temperature 25 10 > th dose independent rect. 2 9
358 55.29 temperature 30 720 < th dose independent rect. 15 2
359 55.29 humidity 70 1440 > th dose independent rect. 17 2
368 55.31 temperature 30 720 < th dose dependent rect. 24 10
444 55.40 temperature 30 720 < th dose independent rect. 14 22
448 55.41 temperature 30 270 < th dose independent rect. 14 13
451 55.41 temperature 30 30 < th dose dependent rect. 9 10
479 55.45 temperature 10 720 > th dose dependent rect. 19 18
502 55.48 temperature 10 720 > th dose dependent rect. 19 20
519 55.49 radiation 1 1440 < th dose dependent rect. 8 21
521 55.49 humidity 70 10 > th dose dependent rect. 7 23
529 55.51 temperature 30 720 < th dose independent rect. 14 5
536 55.52 temperature 30 720 > th dose dependent sin 3 NA
552 55.53 temperature 30 720 < th dose dependent rect. 7 1
563 55.54 temperature 30 90 < th dose dependent rect. 7 12
564 55.54 radiation 1 1440 < th dose dependent rect. 8 12
568 55.54 radiation 1 1440 < th dose dependent rect. 8 18
580 55.55 radiation 1 1440 < th dose dependent rect. 8 16
614 55.58 temperature 30 720 > th dose independent rect. 10 7
620 55.58 temperature 25 720 < th dose dependent rect. 24 15
650 55.60 temperature 10 30 > th dose dependent rect. 1 23
653 55.61 radiation 1 1440 < th dose independent rect. 8 22
659 55.61 atmosphere 1005 10 > th dose dependent rect. 3 6
661 55.61 temperature 25 30 > th dose dependent rect. 18 12
667 55.62 temperature 30 720 < th dose independent rect. 22 14
684 55.62 temperature 25 10 > th dose dependent rect. 10 23
701 55.64 temperature 25 30 > th dose dependent rect. 18 10
732 55.67 temperature 30 720 < th dose independent rect. 1 23
734 55.67 temperature 25 720 < th dose dependent sin 6 NA
739 55.67 radiation 1 720 < th dose dependent rect. 22 17
744 55.68 temperature 30 720 < th dose independent rect. 7 12
746 55.68 temperature 25 720 < th dose dependent rect. 3 4
796 55.72 temperature 30 270 < th dose independent rect. 7 20
798 55.72 radiation 1 1440 > th dose independent rect. 8 22
808 55.73 temperature 30 720 > th dose independent sin 0 NA
810 55.73 temperature 30 270 < th dose independent rect. 5 23
826 55.74 temperature 30 720 > th dose independent rect. 15 1
882 55.76 temperature 30 720 < th dose independent rect. 24 19
903 55.77 temperature 25 30 > th dose dependent rect. 18 8
930 55.79 radiation 1 1440 < th dose dependent sin 19 NA